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Multi-resolution VQ: parameter meaning and choice

Dugatkin, Diego and Effros, Michelle (2002) Multi-resolution VQ: parameter meaning and choice. In: Asilomar Conference on Signals, Systems and Computers, 32nd, Pacific Grove, CA, 1-4 November 1998. Vol.1. IEEE , Piscataway, NJ, pp. 159-162. ISBN 0 7803 5148 7 http://resolver.caltech.edu/CaltechAUTHORS:DUGasilo99

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Abstract

In multi-resolution source coding, a single code is used to give an embedded data description that may be decoded at a variety of rates. Recent work in practical multi-resolution coding treats the optimal design of fixed- and variable-rate tree-structured vector quantizers for multi-resolution coding. In that work the codes are optimized for a designer-specified priority schedule over the system rates, distortions, or slopes. The method relies on a collection of parameters, which may be difficult to choose. This paper explores the meaning and choice of the multi-resolution source coding parameters.


Item Type:Book Section
Additional Information:© Copyright 2002 IEEE. Reprinted with permission. This material is based upon work partially supported by the Oringer Fellowship, by NSF Grant No. MIP-9501977, and by donations through the Intel 2000 Program.
Subject Keywords:image coding, image resolution, rate distortion theory, source coding, vector quantization, source code design, network information theory
Record Number:CaltechAUTHORS:DUGasilo99
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:DUGasilo99
Alternative URL:http://dx.doi.org/10.1109/ACSSC.1998.750846
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:7399
Collection:CaltechAUTHORS
Deposited By: Lindsay Cleary
Deposited On:11 Feb 2007
Last Modified:26 Dec 2012 09:31

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